This book provides an overview of computational methods based on peridynamics and nonlocal operators and their application to challenging numerical problems which are difficult to deal with using traditional methods such as the finite element method, material failure being only one of them. The authors have also developed a higher-order nonlocal operator approach capable of solving higher-order partial differential equations on arbitrary domains in higher-dimensional space with ease. This book is of interest to those in academia and industry.